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AI visibility, GEO, and measurement
Practical guides to how AI assistants mention, recommend, and cite brands, and how to measure and improve your own presence. Written by the team behind Gen3 AI Visibility.
AI Visibility Basics
GEO vs SEO vs AEO: what actually changes
SEO ranks pages, AEO wins the answer box, GEO earns mentions and citations in AI answers. What carries over, what changes, and where to start.
GuideWhat is AI visibility? The complete guide
AI visibility is how often and how favorably AI assistants mention your brand. Learn the core metrics, what the tools do, and how it differs from SEO.
Prompt Tracking
How to check if your brand shows up in ChatGPT™
A step-by-step audit for checking whether ChatGPT™ mentions your brand: prompt lists, clean sessions, four signals to record, and crawlability fixes.
How-toHow to track the prompts that surface your brand in AI answers
There is no prompt console for AI assistants, but you can track a fixed prompt basket across providers and see where your brand appears over time.
Measurement
How to measure AI share of voice
AI share of voice is the fraction of AI answers mentioning your brand versus competitors. The formula, a worked example, and rules that keep it comparable.
GuideWhy AI answers change between runs (and why one check misleads)
LLM answers are sampled, not looked up. Why the same prompt returns different brands each run, and how to measure AI visibility with repeat runs and spread.